In real business workflows it is not enough for AI to produce an answer. Teams need to know what happened, what data was used, who reviewed it, what changed, and why the output was approved.
Decide which steps run automatically and which require human review. Use review gates for:
The agent can draft, summarize, classify, research, and recommend. People stay accountable for the steps that require judgment.
Without a shared review layer, approvals scatter across Slack, email, docs, and comments. Vocion brings review into the workflow: a run can pause for approval; a reviewer can approve, reject, revise, or comment; and the workflow resumes with that feedback captured in the trace.
Every run can show its inputs, retrieved context, prompt versions, model calls, tool calls, agent steps, subagent dispatches, human approvals, reviewer comments, outputs, cost, context version, and workflow version.
That is not just for audits — it is how teams improve. When an output is wrong, you can trace the cause: was the prompt unclear, the context missing, the wrong tool called, or did a reviewer change the output? Vocion makes those questions answerable.